---
schema_version: "1"
id: d5091147157e19f7831d8d7496a26f2453d2b6a83f3d10d7c809ca49a35bc938
title: Einstein AI Connector 2.0 Reference
collection: mulesoft
version: current
locale: en-us
portal_url: https://docs.salesforce.com/mulesoft/current/en-us/einstein-ai-connector/latest/einstein-ai-connector-reference.md
canonical_url: https://docs.mulesoft.com/einstein-ai-connector/latest/einstein-ai-connector-reference
source_site: docs.mulesoft.com
content_type: documentation
content_hash: 73aa4b9ad9844387a714c6ddf9b11dcdd18ef13747c3c13e9f2bfb69aca3aa63
description: MuleSoft Documentation Site
release: "2.0"
latest: true
---
---
product: Einstein AI Connector
version: 2.0
is-latest-version: true
---

# Einstein AI Connector 2.0 Reference

> For the full documentation index, see: https://docs.mulesoft.com/llms.txt

Einstein AI Connector provides access to the Salesforce Einstein Trust Layer through the Models
APIs.

## Configurations

---

### Configuration

Default configuration

#### Parameters

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Name</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>Name</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Name for this configuration. Connectors reference the configuration with this name.</p></div></div></td><td><div></div></td><td><div><div><p>x</p></div></div></td></tr><tr><td><p><strong>Connection</strong></p></td><td><div><div><p><a href="#Config_OauthClientCredentials">OAuth Client Credentials</a></p></div></div></td><td><div><div><p>The connection types to provide to this configuration.</p></div></div></td><td><div></div></td><td><div><div><p>x</p></div></div></td></tr><tr><td><p><strong>Read Timeout</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div><div><p>Read timeout value.</p></div></div></td><td><div><div><p>30</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Read Timeout Unit</strong></p></td><td><div><div><p>Enumeration, one of:</p></div><div><ul><li><p>NANOSECONDS</p></li><li><p>MICROSECONDS</p></li><li><p>MILLISECONDS</p></li><li><p>SECONDS</p></li><li><p>MINUTES</p></li><li><p>HOURS</p></li><li><p>DAYS</p></li></ul></div></div></td><td><div><div><p>Time unit for the <strong>Read Timeout</strong> field.</p></div></div></td><td><div><div><p>SECONDS</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Name</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>ID used to reference this configuration.</p></div></div></td><td><div></div></td><td><div><div><p>x</p></div></div></td></tr><tr><td><p><strong>Expiration Policy</strong></p></td><td><div><div><p><a href="#ExpirationPolicy">Expiration Policy</a></p></div></div></td><td><div><div><p>Configures the minimum amount of time that a dynamic configuration instance can remain idle before Mule considers it eligible for expiration.</p></div></div></td><td><div></div></td><td><div></div></td></tr></tbody></table>

#### Connection Types

##### OAuth Client Credentials

###### Parameters

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Name</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>Proxy Configuration</strong></p></td><td><div><div><p>One of:</p></div><div><ul><li><p><a href="#DefaultHttpProxyConfig">Default Http Proxy Config</a></p></li></ul></div></div></td><td><div><div><p>Configures a proxy for outbound connections.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Max Connections</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div><div><p>Maximum number of outbound connections to keep open at the same time.</p></div></div></td><td><div><div><p>-1</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Connection Timeout</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div><div><p>Amount of time to wait when initially establishing the TCP connection between the connector and Salesforce Agent before throwing an exception if the connection fails.</p></div></div></td><td><div><div><p>30</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Connection Timeout Unit</strong></p></td><td><div><div><p>Enumeration, one of:</p></div><div><ul><li><p>NANOSECONDS</p></li><li><p>MICROSECONDS</p></li><li><p>MILLISECONDS</p></li><li><p>SECONDS</p></li><li><p>MINUTES</p></li><li><p>HOURS</p></li><li><p>DAYS</p></li></ul></div></div></td><td><div><div><p>Time unit for the <strong>Connection Timeout</strong> field.</p></div></div></td><td><div><div><p>SECONDS</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Connection Idle Timeout</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div><div><p>Number of units that a connection can remain idle before it is closed.</p></div></div></td><td><div><div><p>30</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Connection Idle Timeout Unit</strong></p></td><td><div><div><p>Enumeration, one of:</p></div><div><ul><li><p>NANOSECONDS</p></li><li><p>MICROSECONDS</p></li><li><p>MILLISECONDS</p></li><li><p>SECONDS</p></li><li><p>MINUTES</p></li><li><p>HOURS</p></li><li><p>DAYS</p></li></ul></div></div></td><td><div><div><p>Time unit for the <strong>Connection Idle Timeout</strong> field.</p></div></div></td><td><div><div><p>SECONDS</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>TLS Configuration</strong></p></td><td><div><div><p><a href="#Tls">Tls</a></p></div></div></td><td><div><div><p>Protocol to use for communication.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Reconnection</strong></p></td><td><div><div><p><a href="#Reconnection">Reconnection</a></p></div></div></td><td><div><div><p>When the application is deployed, a connectivity test is performed on all connectors. If set to true, deployment fails if the test doesn’t pass after exhausting the associated reconnection strategy.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Client Id</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>The OAuth public client ID as registered with the service provider.</p></div></div></td><td><div></div></td><td><div><div><p><strong>x</strong></p></div></div></td></tr><tr><td><p><strong>Client Secret</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>The OAuth client secret that corresponds to the client ID.</p></div></div></td><td><div></div></td><td><div><div><p><strong>x</strong></p></div></div></td></tr><tr><td><p><strong>Token Url</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>The service provider’s token endpoint URL.</p></div></div></td><td><div><div><p><code>https://{salesforceorg}/services/oauth2/token</code></p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Scopes</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>The OAuth scopes to request during the OAuth dance. If not provided, it defaults the scopes in the annotation.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Object Store</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>A reference to the object store to use to store each resource owner ID’s data. If not specified, Mule runtime automatically provisions the default one.</p></div></div></td><td><div></div></td><td><div></div></td></tr></tbody></table>

## Operations

- [AGENT Define Prompt Template](#AgentDefinePromptTemplate)

- [CHAT Answer Prompt](#ChatAnswerPrompt)

- [CHAT Generate From Messages](#ChatGenerateFromMessages)

- [EMBEDDING Adhoc File Query](#EmbeddingAdhocFileQuery)

- [EMBEDDING Generate From File](#EmbeddingGenerateFromFile)

- [EMBEDDING Generate From Text](#EmbeddingGenerateFromText)

- [RAG Adhoc Load Document](#RagAdhocLoadDocument)

- [Tools Use Ai Service](#ToolsUseAiService)

- [Unauthorize](#Unauthorize)

## AGENT Define Prompt Template

`<ms-einstein-ai:agent-define-prompt-template>`

Use the **Agent define prompt template** operation to use specific prompt templates. The prompt
template language is a simple way to define and compose AI functions using plain text. You can use
it to create natural language prompts, generate responses, extract information, invoke other
prompts, or perform any other task that can be expressed with text.

### Parameters

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Name</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>Configuration</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Name of the configuration to use.</p></div></div></td><td><div></div></td><td><div><div><p>x</p></div></div></td></tr><tr><td><p><strong>Template</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Prompt template for the operation.</p></div></div></td><td><div><div><p>#[payload]</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Instructions</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Instructions for the LLM, outlining the goals of the task.</p></div></div></td><td><div></div></td><td><div><div><p>x</p></div></div></td></tr><tr><td><p><strong>Dataset</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Dataset for the LLM to evaluate using the provided template and instructions.</p></div></div></td><td><div></div></td><td><div><div><p>x</p></div></div></td></tr><tr><td><p><strong>Output Mime Type</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>MIME type of the payload this operation outputs.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Output Encoding</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Encoding of the payload this operation outputs.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Config Ref</strong></p></td><td><div><div><p>ConfigurationProvider</p></div></div></td><td><div><div><p>Name of the configuration to use to execute this component.</p></div></div></td><td><div></div></td><td><div><div><p>x</p></div></div></td></tr><tr><td><p><strong>Streaming Strategy</strong></p></td><td><div><div><ul><li><p><a href="#RepeatableInMemoryStream">Repeatable In-Memory Stream</a></p></li><li><p><a href="#RepeatableFileStoreStream">Repeatable File Store Stream</a></p></li><li><p>non-repeatable-stream</p></li></ul></div></div></td><td><div><div><p>Configures how Mule processes streams. Repeatable streams are the default behavior.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Model API Name</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Name of the API model that interacts with the LLM.</p></div></div></td><td><div><div><p>sfdc_ai__DefaultOpenAIGPT35Turbo</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Probability</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div><div><p>Probability of the model API staying accurate.</p></div></div></td><td><div><div><p>0.8</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Locale</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Localization information, which can include the default locale, input locale(s), and expected output locale(s).</p></div></div></td><td><div><div><p>en_US</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Read Timeout</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div><div><p>Read timeout value.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Read Timeout Unit</strong></p></td><td><div><div><p>Enumeration, one of:</p></div><div><ul><li><p>NANOSECONDS</p></li><li><p>MICROSECONDS</p></li><li><p>MILLISECONDS</p></li><li><p>SECONDS</p></li><li><p>MINUTES</p></li><li><p>HOURS</p></li><li><p>DAYS</p></li></ul></div></div></td><td><div><div><p>Time unit for the <strong>Read Timeout</strong> field.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Target Variable</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Name of the variable that stores the operation’s output.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Target Value</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Expression that evaluates the operation’s output. The expression outcome is stored in the target variable.</p></div></div></td><td><div><div><p>#[payload]</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Error Mappings</strong></p></td><td><div><div><p>Array of <a href="#ErrorMapping">Error Mapping</a></p></div></div></td><td><div><div><p>Set of error mappings.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Reconnection Strategy</strong></p></td><td><div><div><ul><li><p><a href="#Reconnect">Reconnect</a></p></li><li><p><a href="#ReconnectForever">Reconnect Forever</a></p></li></ul></div></div></td><td><div><div><p>Retry strategy in case of connectivity errors.</p></div></div></td><td><div></div></td><td><div></div></td></tr></tbody></table>

### Output

<table><colgroup><col> <col></colgroup><tbody><tr><td><p>Type</p></td><td><p>Any</p></td></tr><tr><td><p>Attributes Type</p></td><td><div><div><p><a href="#EinsteinResponseAttributes">Einstein Response Attributes</a></p></div></div></td></tr></tbody></table>

### For Configurations

- [Configuration](#Config)

### Throws

- MS-EINSTEIN-AI:CHAT\_FAILURE

- MS-EINSTEIN-AI:CONNECTIVITY

- MS-EINSTEIN-AI:RETRY\_EXHAUSTED

## CHAT Answer Prompt

`<ms-einstein-ai:chat-answer-prompt>`

The **Chat answer prompt** operation sends a prompt request to the configured LLM. It uses a plain
text prompt as input and responds with a plain text answer.

### Parameters

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Name</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>Configuration</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Name of the configuration to use.</p></div></div></td><td><div></div></td><td><div><div><p>x</p></div></div></td></tr><tr><td><p><strong>Prompt</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Plain text prompt to send to the LLM.</p></div></div></td><td><div><div><p>#[payload]</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Output Mime Type</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>MIME type of the payload this operation outputs.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Output Encoding</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Encoding of the payload this operation outputs.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Config Ref</strong></p></td><td><div><div><p>ConfigurationProvider</p></div></div></td><td><div><div><p>Name of the configuration to use to execute this component.</p></div></div></td><td><div></div></td><td><div><div><p>x</p></div></div></td></tr><tr><td><p><strong>Streaming Strategy</strong></p></td><td><div><div><ul><li><p><a href="#RepeatableInMemoryStream">Repeatable In-Memory Stream</a></p></li><li><p><a href="#RepeatableFileStoreStream">Repeatable File Store Stream</a></p></li><li><p>non-repeatable-stream</p></li></ul></div></div></td><td><div><div><p>Configures how Mule processes streams. Repeatable streams are the default behavior.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Model API Name</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Name of the API model that interacts with the LLM.</p></div></div></td><td><div><div><p>sfdc_ai__DefaultOpenAIGPT35Turbo</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Probability</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div><div><p>Probability of the model API staying accurate.</p></div></div></td><td><div><div><p>0.8</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Locale</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Localization information, which can include the default locale, input locale(s), and expected output locale(s).</p></div></div></td><td><div><div><p>en_US</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Read Timeout</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div><div><p>Read timeout value.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Read Timeout Unit</strong></p></td><td><div><div><p>Enumeration, one of:</p></div><div><ul><li><p>NANOSECONDS</p></li><li><p>MICROSECONDS</p></li><li><p>MILLISECONDS</p></li><li><p>SECONDS</p></li><li><p>MINUTES</p></li><li><p>HOURS</p></li><li><p>DAYS</p></li></ul></div></div></td><td><div><div><p>Time unit for the <strong>Read Timeout</strong> field.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Target Variable</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Name of the variable that stores the operation’s output.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Target Value</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Expression that evaluates the operation’s output. The expression outcome is stored in the target variable.</p></div></div></td><td><div><div><p>#[payload]</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Error Mappings</strong></p></td><td><div><div><p>Array of <a href="#ErrorMapping">Error Mapping</a></p></div></div></td><td><div><div><p>Set of error mappings.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Reconnection Strategy</strong></p></td><td><div><div><ul><li><p><a href="#Reconnect">Reconnect</a></p></li><li><p><a href="#ReconnectForever">Reconnect Forever</a></p></li></ul></div></div></td><td><div><div><p>Retry strategy in case of connectivity errors.</p></div></div></td><td><div></div></td><td><div></div></td></tr></tbody></table>

### Output

<table><colgroup><col> <col></colgroup><tbody><tr><td><p>Type</p></td><td><p>Any</p></td></tr><tr><td><p>Attributes Type</p></td><td><div><div><p><a href="#EinsteinResponseAttributes">Einstein Response Attributes</a></p></div></div></td></tr></tbody></table>

### For Configurations

- [Configuration](#Config)

### Throws

- MS-EINSTEIN-AI:CHAT\_FAILURE

- MS-EINSTEIN-AI:CONNECTIVITY

- MS-EINSTEIN-AI:RETRY\_EXHAUSTED

## CHAT Generate From Messages

`<ms-einstein-ai:chat-generate-from-messages>`

The **Chat generate from messages** operation is a prompt request operation with provided messages
to the configured LLM. It uses a plain text prompt as input and responds with a plain text answer.

### Parameters

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Name</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>Configuration</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Name of the configuration to use.</p></div></div></td><td><div></div></td><td><div><div><p>x</p></div></div></td></tr><tr><td><p><strong>Messages</strong></p></td><td><div><div><p>Any</p></div></div></td><td><div></div></td><td><div><div><p>#[payload]</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Output Mime Type</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>MIME type this operation outputs.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Output Encoding</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Encoding of the payload this operation outputs.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Config Ref</strong></p></td><td><div><div><p>ConfigurationProvider</p></div></div></td><td><div><div><p>Name of the configuration to use to execute this component.</p></div></div></td><td><div></div></td><td><div><div><p>x</p></div></div></td></tr><tr><td><p><strong>Streaming Strategy</strong></p></td><td><div><div><ul><li><p><a href="#RepeatableInMemoryStream">Repeatable In-Memory Stream</a></p></li><li><p><a href="#RepeatableFileStoreStream">Repeatable File Store Stream</a></p></li><li><p>non-repeatable-stream</p></li></ul></div></div></td><td><div><div><p>Configures how Mule processes streams. Repeatable streams are the default behavior.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Model API Name</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Name of the API model that interacts with the LLM.</p></div></div></td><td><div><div><p>sfdc_ai__DefaultOpenAIGPT35Turbo</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Probability</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div><div><p>Probability of the model API staying accurate.</p></div></div></td><td><div><div><p>0.8</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Locale</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Localization information, which can include the default locale, input locale(s), and expected output locale(s).</p></div></div></td><td><div><div><p>en_US</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Read Timeout</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div><div><p>Read timeout value.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Read Timeout Unit</strong></p></td><td><div><div><p>Enumeration, one of:</p></div><div><ul><li><p>NANOSECONDS</p></li><li><p>MICROSECONDS</p></li><li><p>MILLISECONDS</p></li><li><p>SECONDS</p></li><li><p>MINUTES</p></li><li><p>HOURS</p></li><li><p>DAYS</p></li></ul></div></div></td><td><div><div><p>Time unit for the <strong>Read Timeout</strong> field.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Target Variable</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Name of the variable that stores the operation’s output.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Target Value</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Expression that evaluates the operation’s output. The expression outcome is stored in the target variable.</p></div></div></td><td><div><div><p>#[payload]</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Error Mappings</strong></p></td><td><div><div><p>Array of <a href="#ErrorMapping">Error Mapping</a></p></div></div></td><td><div><div><p>Set of error mappings.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Reconnection Strategy</strong></p></td><td><div><div><ul><li><p><a href="#Reconnect">Reconnect</a></p></li><li><p><a href="#ReconnectForever">Reconnect Forever</a></p></li></ul></div></div></td><td><div><div><p>Retry strategy in case of connectivity errors.</p></div></div></td><td><div></div></td><td><div></div></td></tr></tbody></table>

### Output

<table><colgroup><col> <col></colgroup><tbody><tr><td><p>Type</p></td><td><p>Any</p></td></tr><tr><td><p><strong>Attributes Type</strong></p></td><td><div><div><p><a href="#ResponseParameters">Response Parameters</a></p></div></div></td></tr></tbody></table>

### For Configurations

- [Configuration](#Config)

### Throws

- MS-EINSTEIN-AI:CHAT\_FAILURE

- MS-EINSTEIN-AI:CONNECTIVITY

- MS-EINSTEIN-AI:RETRY\_EXHAUSTED

## EMBEDDING Adhoc File Query

`<ms-einstein-ai:embedding-adhoc-file-query>`

### Parameters

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Name</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>Configuration</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Name of the configuration to use.</p></div></div></td><td><div></div></td><td><div><div><p>x</p></div></div></td></tr><tr><td><p><strong>Prompt</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Plain text prompt to send to the LLM.</p></div></div></td><td><div></div></td><td><div><div><p>x</p></div></div></td></tr><tr><td><p><strong>Input Stream</strong></p></td><td><div><div><p>Any</p></div></div></td><td><div><div><p>Document content to ingest into the embedding store.</p></div></div></td><td><div></div></td><td><div><div><p>x</p></div></div></td></tr><tr><td><p><strong>Output Mime Type</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>MIME type of the payload that this operation outputs.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Output Encoding</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Encoding of the payload that this operation outputs.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Config Ref</strong></p></td><td><div><div><p>ConfigurationProvider</p></div></div></td><td><div><div><p>Name of the configuration to use to execute this component.</p></div></div></td><td><div></div></td><td><div><div><p>x</p></div></div></td></tr><tr><td><p><strong>Streaming Strategy</strong></p></td><td><div><div><ul><li><p><a href="#RepeatableInMemoryStream">Repeatable In-Memory Stream</a></p></li><li><p><a href="#RepeatableFileStoreStream">Repeatable File Store Stream</a></p></li><li><p>non-repeatable-stream</p></li></ul></div></div></td><td><div><div><p>Configures how Mule processes streams. Repeatable streams are the default behavior.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Model API Name</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Name of the API model that interacts with the LLM.</p></div></div></td><td><div><div><p>sfdc_ai__DefaultOpenAITextEmbeddingAda_002</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>File Type</strong></p></td><td><div><div><p>Enumeration, one of:</p></div><div><ul><li><p>PDF</p></li><li><p>TEXT</p></li><li><p>CSV</p></li></ul></div></div></td><td><div><div><p>Type of the document provided as input.</p></div></div></td><td><div><div><p>PDF</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Option Type</strong></p></td><td><div><div><p>Enumeration, one of:</p></div><div><ul><li><p>FULL</p></li><li><p>PARAGRAPH</p></li></ul></div></div></td><td><div><div><p>How to split the loaded document before embedding.</p></div></div></td><td><div><div><p>FULL</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Read Timeout</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div><div><p>Read timeout value.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Read Timeout Unit</strong></p></td><td><div><div><p>Enumeration, one of:</p></div><div><ul><li><p>NANOSECONDS</p></li><li><p>MICROSECONDS</p></li><li><p>MILLISECONDS</p></li><li><p>SECONDS</p></li><li><p>MINUTES</p></li><li><p>HOURS</p></li><li><p>DAYS</p></li></ul></div></div></td><td><div><div><p>Time unit for the <strong>Read Timeout</strong> field.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Target Variable</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Name of the variable that stores the operation’s output.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Target Value</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Expression that evaluates the operation’s output. The expression outcome is stored in the target variable.</p></div></div></td><td><div><div><p>#[payload]</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Error Mappings</strong></p></td><td><div><div><p>Array of <a href="#ErrorMapping">Error Mapping</a></p></div></div></td><td><div><div><p>Set of error mappings</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Reconnection Strategy</strong></p></td><td><div><div><ul><li><p><a href="#Reconnect">Reconnect</a></p></li><li><p><a href="#ReconnectForever">Reconnect Forever</a></p></li></ul></div></div></td><td><div><div><p>Retry strategy in case of connectivity errors.</p></div></div></td><td><div></div></td><td><div></div></td></tr></tbody></table>

### Output

<table><colgroup><col> <col></colgroup><tbody><tr><td><p>Type</p></td><td><p>Any</p></td></tr></tbody></table>

### For Configurations

- [Configuration](#Config)

### Throws

- MS-EINSTEIN-AI:CONNECTIVITY

- MS-EINSTEIN-AI:EMBEDDING\_OPERATIONS\_FAILURE

- MS-EINSTEIN-AI:RAG\_FAILURE

- MS-EINSTEIN-AI:RETRY\_EXHAUSTED

- MS-EINSTEIN-AI:TOOLS\_OPERATION\_FAILURE

## EMBEDDING Generate From File

`<ms-einstein-ai:embedding-generate-from-file>`

### Parameters

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Name</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>Configuration</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Name of the configuration to use.</p></div></div></td><td><div></div></td><td><div><div><p><strong>x</strong></p></div></div></td></tr><tr><td><p><strong>Input Stream</strong></p></td><td><div><div><p>Any</p></div></div></td><td><div></div></td><td><div><div><p>#[payload]</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Output Mime Type</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>The MIME type of the payload that this operation outputs.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Output Encoding</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Encoding of the payload that this operation outputs.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Config Ref</strong></p></td><td><div><div><p>ConfigurationProvider</p></div></div></td><td><div><div><p>Name of the configuration to use to execute this component.</p></div></div></td><td><div></div></td><td><div><div><p><strong>x</strong></p></div></div></td></tr><tr><td><p><strong>Streaming Strategy</strong></p></td><td><div><div><ul><li><p><a href="#RepeatableInMemoryStream">Repeatable In-Memory Stream</a></p></li><li><p><a href="#RepeatableFileStoreStream">Repeatable File Store Stream</a></p></li><li><p>non-repeatable-stream</p></li></ul></div></div></td><td><div><div><p>Configures how Mule processes streams. Repeatable streams are the default behavior.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Model API Name</strong></p></td><td><div><div><p>String</p></div></div></td><td><div></div></td><td><div><div><p>sfdc_ai__DefaultOpenAITextEmbeddingAda_002</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>File Type</strong></p></td><td><div><div><p>Enumeration, one of:</p></div><div><ul><li><p>PDF</p></li><li><p>TEXT</p></li><li><p>CSV</p></li></ul></div></div></td><td><div><div><p>Type of the document provided as input.</p></div></div></td><td><div><div><p>PDF</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Option Type</strong></p></td><td><div><div><p>Enumeration, one of:</p></div><div><ul><li><p>FULL</p></li><li><p>PARAGRAPH</p></li></ul></div></div></td><td><div><div><p>How to split the loaded document before embedding.</p></div></div></td><td><div><div><p>FULL</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Read Timeout</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div><div><p>Read timeout value.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Read Timeout Unit</strong></p></td><td><div><div><p>Enumeration, one of:</p></div><div><ul><li><p>NANOSECONDS</p></li><li><p>MICROSECONDS</p></li><li><p>MILLISECONDS</p></li><li><p>SECONDS</p></li><li><p>MINUTES</p></li><li><p>HOURS</p></li><li><p>DAYS</p></li></ul></div></div></td><td><div><div><p>Time unit for the <strong>Read Timeout</strong> field.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Target Variable</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Name of the variable that stores the operation’s output.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Target Value</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Expression that evaluates the operation’s output. The expression outcome is stored in the target variable.</p></div></div></td><td><div><div><p>#[payload]</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Error Mappings</strong></p></td><td><div><div><p>Array of <a href="#ErrorMapping">Error Mapping</a></p></div></div></td><td><div><div><p>Set of error mappings</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Reconnection Strategy</strong></p></td><td><div><div><ul><li><p><a href="#Reconnect">Reconnect</a></p></li><li><p><a href="#ReconnectForever">Reconnect Forever</a></p></li></ul></div></div></td><td><div><div><p>Retry strategy in case of connectivity errors.</p></div></div></td><td><div></div></td><td><div></div></td></tr></tbody></table>

### Output

<table><colgroup><col> <col></colgroup><tbody><tr><td><p><strong>Type</strong></p></td><td><div><div><p>Any</p></div></div></td></tr></tbody></table>

### For Configurations

- [Configuration](#Config)

### Throws

- MS-EINSTEIN-AI:CONNECTIVITY

- MS-EINSTEIN-AI:EMBEDDING\_OPERATIONS\_FAILURE

- MS-EINSTEIN-AI:RAG\_FAILURE

- MS-EINSTEIN-AI:RETRY\_EXHAUSTED

- MS-EINSTEIN-AI:TOOLS\_OPERATION\_FAILURE

## EMBEDDING Generate From Text

`<ms-einstein-ai:embedding-generate-from-text>`

### Parameters

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Name</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>Configuration</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Name of the configuration to use.</p></div></div></td><td><div></div></td><td><div><div><p><strong>x</strong></p></div></div></td></tr><tr><td><p><strong>Text</strong></p></td><td><div><div><p>String</p></div></div></td><td><div></div></td><td><div><div><p>#[payload]</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Output Mime Type</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>MIME type of the payload that this operation outputs.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Output Encoding</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Encoding of the payload that this operation outputs.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Config Ref</strong></p></td><td><div><div><p>ConfigurationProvider</p></div></div></td><td><div><div><p>Name of the configuration to use to execute this component.</p></div></div></td><td><div></div></td><td><div><div><p><strong>x</strong></p></div></div></td></tr><tr><td><p><strong>Streaming Strategy</strong></p></td><td><div><div><ul><li><p><a href="#RepeatableInMemoryStream">Repeatable In-Memory Stream</a></p></li><li><p><a href="#RepeatableFileStoreStream">Repeatable File Store Stream</a></p></li><li><p>non-repeatable-stream</p></li></ul></div></div></td><td><div><div><p>Configures how Mule processes streams. Repeatable streams are the default behavior.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Model API Name</strong></p></td><td><div><div><p>String</p></div></div></td><td><div></div></td><td><div><div><p>sfdc_ai__DefaultOpenAITextEmbeddingAda_002</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Read Timeout</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div><div><p>Read timeout value.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Read Timeout Unit</strong></p></td><td><div><div><p>Enumeration, one of:</p></div><div><ul><li><p>NANOSECONDS</p></li><li><p>MICROSECONDS</p></li><li><p>MILLISECONDS</p></li><li><p>SECONDS</p></li><li><p>MINUTES</p></li><li><p>HOURS</p></li><li><p>DAYS</p></li></ul></div></div></td><td><div><div><p>Time unit for the <strong>Read Timeout</strong> field.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Target Variable</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Name of the variable that stores the operation’s output.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Target Value</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Expression that evaluates the operation’s output. The expression outcome is stored in the target variable.</p></div></div></td><td><div><div><p>#[payload]</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Error Mappings</strong></p></td><td><div><div><p>Array of <a href="#ErrorMapping">Error Mapping</a></p></div></div></td><td><div><div><p>Set of error mappings</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Reconnection Strategy</strong></p></td><td><div><div><ul><li><p><a href="#Reconnect">Reconnect</a></p></li><li><p><a href="#ReconnectForever">Reconnect Forever</a></p></li></ul></div></div></td><td><div><div><p>A retry strategy in case of connectivity errors</p></div></div></td><td><div></div></td><td><div></div></td></tr></tbody></table>

### Output

<table><colgroup><col> <col></colgroup><tbody><tr><td><p><strong>Type</strong></p></td><td><div><div><p>Any</p></div></div></td></tr><tr><td><p><strong>Attributes Type</strong></p></td><td><div><div><p><a href="#ResponseParameters">Response Parameters</a></p></div></div></td></tr></tbody></table>

### For Configurations

- [Configuration](#Config)

### Throws

- MS-EINSTEIN-AI:CONNECTIVITY

- MS-EINSTEIN-AI:EMBEDDING\_OPERATIONS\_FAILURE

- MS-EINSTEIN-AI:RAG\_FAILURE

- MS-EINSTEIN-AI:RETRY\_EXHAUSTED

- MS-EINSTEIN-AI:TOOLS\_OPERATION\_FAILURE

## RAG Adhoc Load Document

`<ms-einstein-ai:rag-adhoc-load-document>`

### Parameters

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Name</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>Configuration</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Name of the configuration to use.</p></div></div></td><td><div></div></td><td><div><div><p>x</p></div></div></td></tr><tr><td><p><strong>Prompt</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Plain text prompt to send to the LLM.</p></div></div></td><td><div></div></td><td><div><div><p>x</p></div></div></td></tr><tr><td><p><strong>Input Stream</strong></p></td><td><div><div><p>Any</p></div></div></td><td><div><div><p>Document content to ingest into the embedding store.</p></div></div></td><td><div></div></td><td><div><div><p>x</p></div></div></td></tr><tr><td><p><strong>Output Mime Type</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>MIME type of the payload that this operation outputs.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Output Encoding</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Encoding of the payload that this operation outputs.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Config Ref</strong></p></td><td><div><div><p>ConfigurationProvider</p></div></div></td><td><div><div><p>Name of the configuration to use to execute this component.</p></div></div></td><td><div></div></td><td><div><div><p>x</p></div></div></td></tr><tr><td><p><strong>Streaming Strategy</strong></p></td><td><div><div><ul><li><p><a href="#RepeatableInMemoryStream">Repeatable In-Memory Stream</a></p></li><li><p><a href="#RepeatableFileStoreStream">Repeatable File Store Stream</a></p></li><li><p>non-repeatable-stream</p></li></ul></div></div></td><td><div><div><p>Configures how Mule processes streams. Repeatable streams are the default behavior.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Model API Name</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Name of the API model that interacts with the LLM.</p></div></div></td><td><div><div><p>sfdc_ai__DefaultOpenAIGPT35Turbo</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Probability</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div><div><p>Probability of the model API staying accurate.</p></div></div></td><td><div><div><p>0.8</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Locale</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Localization information, which can include the default locale, input locale(s), and expected output locale(s).</p></div></div></td><td><div><div><p>en_US</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Embedding Name</strong></p></td><td><div><div><p>String</p></div></div></td><td><div></div></td><td><div><div><p>sfdc_ai__DefaultOpenAITextEmbeddingAda_002</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Option Type</strong></p></td><td><div><div><p>Enumeration, one of:</p></div><div><ul><li><p>FULL</p></li><li><p>PARAGRAPH</p></li></ul></div></div></td><td><div><div><p>How to split the loaded document before embedding.</p></div></div></td><td><div><div><p>FULL</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>File Type</strong></p></td><td><div><div><p>Enumeration, one of:</p></div><div><ul><li><p>PDF</p></li><li><p>TEXT</p></li><li><p>CSV</p></li></ul></div></div></td><td><div><div><p>Type of the document provided as input.</p></div></div></td><td><div><div><p>PDF</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Read Timeout</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div><div><p>Read timeout value.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Read Timeout Unit</strong></p></td><td><div><div><p>Enumeration, one of:</p></div><div><ul><li><p>NANOSECONDS</p></li><li><p>MICROSECONDS</p></li><li><p>MILLISECONDS</p></li><li><p>SECONDS</p></li><li><p>MINUTES</p></li><li><p>HOURS</p></li><li><p>DAYS</p></li></ul></div></div></td><td><div><div><p>Time unit for the <strong>Read Timeout</strong> field.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Target Variable</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Name of the variable that stores the operation’s output.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Target Value</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Expression that evaluates the operation’s output. The expression outcome is stored in the target variable.</p></div></div></td><td><div><div><p>#[payload]</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Error Mappings</strong></p></td><td><div><div><p>Array of <a href="#ErrorMapping">Error Mapping</a></p></div></div></td><td><div><div><p>Set of error mappings.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Reconnection Strategy</strong></p></td><td><div><div><ul><li><p><a href="#Reconnect">Reconnect</a></p></li><li><p><a href="#ReconnectForever">Reconnect Forever</a></p></li></ul></div></div></td><td><div><div><p>Retry strategy in case of connectivity errors.</p></div></div></td><td><div></div></td><td><div></div></td></tr></tbody></table>

### Output

<table><colgroup><col> <col></colgroup><tbody><tr><td><p>Type</p></td><td><p>Any</p></td></tr><tr><td><p>Attributes Type</p></td><td><div><div><p><a href="#EinsteinResponseAttributes">Einstein Response Attributes</a></p></div></div></td></tr></tbody></table>

### For Configurations

- [Configuration](#Config)

### Throws

- MS-EINSTEIN-AI:CONNECTIVITY

- MS-EINSTEIN-AI:EMBEDDING\_OPERATIONS\_FAILURE

- MS-EINSTEIN-AI:RAG\_FAILURE

- MS-EINSTEIN-AI:RETRY\_EXHAUSTED

- MS-EINSTEIN-AI:TOOLS\_OPERATION\_FAILURE

## Tools Use Ai Service

`<ms-einstein-ai:tools-use-ai-service>`

### Parameters

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Name</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>Configuration</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Name of the configuration to use.</p></div></div></td><td><div></div></td><td><div><div><p>x</p></div></div></td></tr><tr><td><p><strong>Prompt</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Plain text prompt to send to the LLM.</p></div></div></td><td><div><div><p>#[payload]</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Input Stream</strong></p></td><td><div><div><p>Any</p></div></div></td><td><div></div></td><td><div></div></td><td><div><div><p><strong>x</strong></p></div></div></td></tr><tr><td><p><strong>Output Mime Type</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>MIME type of the payload that this operation outputs.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Output Encoding</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Encoding of the payload that this operation outputs.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Config Ref</strong></p></td><td><div><div><p>ConfigurationProvider</p></div></div></td><td><div><div><p>Name of the configuration to use to execute this component.</p></div></div></td><td><div></div></td><td><div><div><p>x</p></div></div></td></tr><tr><td><p><strong>Streaming Strategy</strong></p></td><td><div><div><ul><li><p><a href="#RepeatableInMemoryStream">Repeatable In-Memory Stream</a></p></li><li><p><a href="#RepeatableFileStoreStream">Repeatable File Store Stream</a></p></li><li><p>non-repeatable-stream</p></li></ul></div></div></td><td><div><div><p>Configures how Mule processes streams. Repeatable streams are the default behavior.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Model API Name</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Name of the API model that interacts with the LLM.</p></div></div></td><td><div><div><p>sfdc_ai__DefaultOpenAIGPT35Turbo</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Probability</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div><div><p>Probability of the model API staying accurate.</p></div></div></td><td><div><div><p>0.8</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Locale</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Localization information, which can include the default locale, input locale(s), and expected output locale(s).</p></div></div></td><td><div><div><p>en_US</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Read Timeout</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div><div><p>Read timeout value.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Read Timeout Unit</strong></p></td><td><div><div><p>Enumeration, one of:</p></div><div><ul><li><p>NANOSECONDS</p></li><li><p>MICROSECONDS</p></li><li><p>MILLISECONDS</p></li><li><p>SECONDS</p></li><li><p>MINUTES</p></li><li><p>HOURS</p></li><li><p>DAYS</p></li></ul></div></div></td><td><div><div><p>Time unit for the <strong>Read Timeout</strong> field.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Target Variable</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Name of the variable that stores the operation’s output.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Target Value</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Expression that evaluates the operation’s output. The expression outcome is stored in the target variable.</p></div></div></td><td><div><div><p>#[payload]</p></div></div></td><td><div></div></td></tr><tr><td><p><strong>Error Mappings</strong></p></td><td><div><div><p>Array of <a href="#ErrorMapping">Error Mapping</a></p></div></div></td><td><div><div><p>Set of error mappings</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Reconnection Strategy</strong></p></td><td><div><div><ul><li><p><a href="#Reconnect">Reconnect</a></p></li><li><p><a href="#ReconnectForever">Reconnect Forever</a></p></li></ul></div></div></td><td><div><div><p>Retry strategy in case of connectivity errors.</p></div></div></td><td><div></div></td><td><div></div></td></tr></tbody></table>

### Output

<table><colgroup><col> <col></colgroup><tbody><tr><td><p>Type</p></td><td><p>Binary</p></td></tr><tr><td><p>Attributes Type</p></td><td><div><div><p><a href="#EinsteinResponseAttributes">Einstein Response Attributes</a></p></div></div></td></tr></tbody></table>

### For Configurations

- [Configuration](#Config)

### Throws

- MS-EINSTEIN-AI:CONNECTIVITY

- MS-EINSTEIN-AI:EMBEDDING\_OPERATIONS\_FAILURE

- MS-EINSTEIN-AI:RAG\_FAILURE

- MS-EINSTEIN-AI:RETRY\_EXHAUSTED

- MS-EINSTEIN-AI:TOOLS\_OPERATION\_FAILURE

## Unauthorize

`<ms-einstein-ai:unauthorize>`

Deletes all the access token information of a given resource owner ID so that it’s impossible to
execute any operation for that user without repeating the OAuth dance.

### Parameters

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Name</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>Configuration</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Name of the configuration to use.</p></div></div></td><td><div></div></td><td><div><div><p><strong>x</strong></p></div></div></td></tr><tr><td><p><strong>Config Ref</strong></p></td><td><div><div><p>ConfigurationProvider</p></div></div></td><td><div><div><p>Name of the configuration to use to execute this component.</p></div></div></td><td><div></div></td><td><div><div><p><strong>x</strong></p></div></div></td></tr></tbody></table>

### For Configurations

- [Configuration](#Config)

## Types

### Tls

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Field</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>Enabled Protocols</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Comma-separated list of protocols enabled for this context.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Enabled Cipher Suites</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Comma-separated list of cipher suites enabled for this context.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Trust Store</strong></p></td><td><div><div><p><a href="#TrustStore">Trust Store</a></p></div></div></td><td><div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Key Store</strong></p></td><td><div><div><p><a href="#KeyStore">Key Store</a></p></div></div></td><td><div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Revocation Check</strong></p></td><td><div><div><ul><li><p><a href="#StandardRevocationCheck">Standard Revocation Check</a></p></li><li><p><a href="#CustomOcspResponder">Custom Ocsp Responder</a></p></li><li><p><a href="#CrlFile">Crl File</a></p></li></ul></div></div></td><td><div></div></td><td><div></div></td><td><div></div></td></tr></tbody></table>

### Trust Store

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Field</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>Path</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>The location (which will be resolved relative to the current classpath and file system, if possible) of the truststore.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Password</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Password that protects the truststore.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Type</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Type of truststore.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Algorithm</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Encryption algorithm that the truststore uses.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Insecure</strong></p></td><td><div><div><p>Boolean</p></div></div></td><td><div><div><p>If <code>true</code>, Mule stops performing certificate validations. Setting this to <code>true</code> can make connections vulnerable to attacks.</p></div></div></td><td><div></div></td><td><div></div></td></tr></tbody></table>

### Key Store

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Field</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>Path</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Path to the keystore. Mule resolves the path relative to the current classpath and file system, if possible.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Type</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Type of keystore to use.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Alias</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Alias of the key to use when the keystore contains multiple private keys. By default, Mule uses the first key in the file.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Key Password</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Password used to protect the private key.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Password</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Password used to protect the keystore.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Algorithm</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Encryption algorithm that the keystore uses.</p></div></div></td><td><div></div></td><td><div></div></td></tr></tbody></table>

### Standard Revocation Check

Configures standard revocation checks for TLS certificates.

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Field</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>Only End Entities</strong></p></td><td><div><div><p>Boolean</p></div></div></td><td><div><div><p>Which elements to verify in the certificate chain:</p></div><div><ul><li><p><code>true</code></p><div><p>Verify only the last element in the certificate chain.</p></div></li><li><p><code>false</code></p><div><p>Verify all elements in the certificate chain.</p></div></li></ul></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Prefer Crls</strong></p></td><td><div><div><p>Boolean</p></div></div></td><td><div><div><p>How to check certificate validity:</p></div><div><ul><li><p><code>true</code></p><div><p>Check the Certification Revocation List (CRL) for certificate validity.</p></div></li><li><p><code>false</code></p><div><p>Use the Online Certificate Status Protocol (OCSP) to check certificate validity.</p></div></li></ul></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>No Fallback</strong></p></td><td><div><div><p>Boolean</p></div></div></td><td><div><div><p>Whether to use the secondary method to check certificate validity:</p></div><div><ul><li><p><code>true</code></p><div><p>Use the method that wasn’t specified in the <strong>Prefer Crls</strong> field (the secondary method) to check certificate validity.</p></div></li><li><p><code>false</code></p><div><p>Do not use the secondary method to check certificate validity.</p></div></li></ul></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Soft Fail</strong></p></td><td><div><div><p>Boolean</p></div></div></td><td><div><div><p>What to do if the revocation server can’t be reached or is busy:</p></div><div><ul><li><p><code>true</code></p><div><p>Avoid verification failure.</p></div></li><li><p><code>false</code></p><div><p>Allow the verification to fail.</p></div></li></ul></div></div></td><td><div></div></td><td><div></div></td></tr></tbody></table>

### Custom Ocsp Responder

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Field</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>Url</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>URL of the OCSP responder.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Cert Alias</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Alias of the signing certificate for the OCSP response (must be in the truststore), if present.</p></div></div></td><td><div></div></td><td><div></div></td></tr></tbody></table>

### Crl File

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Field</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>Path</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Path to the CRL file.</p></div></div></td><td><div></div></td><td><div></div></td></tr></tbody></table>

### Reconnection

Configures a reconnection strategy for an operation.

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Field</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>Fails Deployment</strong></p></td><td><div><div><p>Boolean</p></div></div></td><td><div><div><p>When the application is deployed, a connectivity test is performed on all connectors. If set to true, deployment fails if the test doesn’t pass after exhausting the associated reconnection strategy.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Reconnection Strategy</strong></p></td><td><div><div><ul><li><p><a href="#Reconnect">Reconnect</a></p></li><li><p><a href="#ReconnectForever">Reconnect Forever</a></p></li></ul></div></div></td><td><div><div><p>Reconnection strategy to use.</p></div></div></td><td><div></div></td><td><div></div></td></tr></tbody></table>

### Reconnect

Configures a standard reconnection strategy, which specifies how often to reconnect and how many
reconnection attempts the connector source or operation can make.

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Field</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>Frequency</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div><div><p>How often to attempt to reconnect, in milliseconds.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Blocking</strong></p></td><td><div><div><p>Boolean</p></div></div></td><td><div><div><p>If <code>false</code>, the reconnection strategy runs in a separate, non-blocking thread.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Count</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div><div><p>How many reconnection attempts the Mule app can make.</p></div></div></td><td><div></div></td><td><div></div></td></tr></tbody></table>

### Reconnect Forever

Configures a forever reconnection strategy by which the connector source or operation attempts to
reconnect at a specified frequency for as long as the Mule app runs.

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Field</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>Frequency</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div><div><p>How often to attempt to reconnect, in milliseconds.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Blocking</strong></p></td><td><div><div><p>Boolean</p></div></div></td><td><div><div><p>If <code>false</code>, the reconnection strategy runs in a separate, non-blocking thread.</p></div></div></td><td><div></div></td><td><div></div></td></tr></tbody></table>

### Expiration Policy

Configures an expiration policy strategy.

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Field</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>Max Idle Time</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div><div><p>Configures the maximum amount of time that a dynamic configuration instance can remain idle before Mule considers it eligible for expiration.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Time Unit</strong></p></td><td><div><div><p>Enumeration, one of:</p></div><div><ul><li><p>NANOSECONDS</p></li><li><p>MICROSECONDS</p></li><li><p>MILLISECONDS</p></li><li><p>SECONDS</p></li><li><p>MINUTES</p></li><li><p>HOURS</p></li><li><p>DAYS</p></li></ul></div></div></td><td><div><div><p>Time unit for the <strong>Max Idle Time</strong> field.</p></div></div></td><td><div></div></td><td><div></div></td></tr></tbody></table>

### Einstein Response Attributes

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Field</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>Content Quality</strong></p></td><td><div><div><p><a href="#ContentQuality">Content Quality</a></p></div></div></td><td><div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Generation Id</strong></p></td><td><div><div><p>String</p></div></div></td><td><div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Generation Parameters</strong></p></td><td><div><div><p><a href="#GenerationParameters">Generation Parameters</a></p></div></div></td><td><div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Response Id</strong></p></td><td><div><div><p>String</p></div></div></td><td><div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Response Parameters</strong></p></td><td><div><div><p><a href="#ResponseParameters">Response Parameters</a></p></div></div></td><td><div></div></td><td><div></div></td><td><div></div></td></tr></tbody></table>

### Content Quality

Content moderation details for generated content, including its safety and quality scores.

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Field</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>Scan Toxicity</strong></p></td><td><div><div><p><a href="#ScanToxicity">Scan Toxicity</a></p></div></div></td><td><div><div><p>Scans content for toxicity.</p></div></div></td><td><div></div></td><td><div></div></td></tr></tbody></table>

### Scan Toxicity

Represents safety and toxicity data.

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Field</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>Categories</strong></p></td><td><div><div><p>Array of <a href="#Categories">Categories</a></p></div></div></td><td><div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Is Detected</strong></p></td><td><div><div><p>Boolean</p></div></div></td><td><div><div><p>Indicates whether a scan detected any toxic content. When the <code>isDetected</code> field is <code>true</code>, it indicates a high level of confidence that the content contains toxic language. When the <code>isDetected</code> field is <code>false</code>, it doesn’t necessarily mean there isn’t toxicity, but rather, that the model didn’t detect toxicity in the content.</p></div></div></td><td><div></div></td><td><div></div></td></tr></tbody></table>

### Categories

The array of toxicity categories.

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Field</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>Category Name</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>Name of the category.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Score</strong></p></td><td><div><div><p>String</p></div></div></td><td><div><div><p>A toxicity score value from 0 to 1. A higher score means the response is more likely to be toxic.</p></div></div></td><td><div></div></td><td><div></div></td></tr></tbody></table>

### Generation Parameters

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Field</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>Annotations</strong></p></td><td><div><div><p>Array of String</p></div></div></td><td><div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Finish Reason</strong></p></td><td><div><div><p>String</p></div></div></td><td><div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Index</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Logprobs</strong></p></td><td><div><div><p>String</p></div></div></td><td><div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Refusal</strong></p></td><td><div><div><p>String</p></div></div></td><td><div></div></td><td><div></div></td><td><div></div></td></tr></tbody></table>

### Response Parameters

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Field</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>Model</strong></p></td><td><div><div><p>String</p></div></div></td><td><div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Object</strong></p></td><td><div><div><p>String</p></div></div></td><td><div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>System Fingerprint</strong></p></td><td><div><div><p>String</p></div></div></td><td><div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Token Usage</strong></p></td><td><div><div><p><a href="#TokenUsage">Token Usage</a></p></div></div></td><td><div></div></td><td><div></div></td><td><div></div></td></tr></tbody></table>

### Token Usage

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Field</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>Completion Token Details</strong></p></td><td><div><div><p><a href="#CompletionTokensDetails">Completion Tokens Details</a></p></div></div></td><td><div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Input Count</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div><div><p>Number of tokens the LLM receives from the prompt.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Output Count</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div><div><p>Number of tokens the LLM generates in response to the input tokens.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Prompt Token Details</strong></p></td><td><div><div><p><a href="#PromptTokensDetails">Prompt Tokens Details</a></p></div></div></td><td><div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Total Count</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div></div></td><td><div></div></td><td><div></div></td></tr></tbody></table>

### Completion Tokens Details

Requesting a large number of generated tokens completions can cause increased latencies.

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Field</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>Accepted Prediction Tokens</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div><div><p>Number of accepted prediction tokens.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Audio Tokens</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div><div><p>Number of audio tokens completions.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Reasoning Tokens</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div><div><p>Number of tokens for reasoning and outputs.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Rejected Prediction Tokens</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div><div><p>Number of prediction tokens the LLM generated that were later discarded because they were deemed incorrect or not useful within the context.</p></div></div></td><td><div></div></td><td><div></div></td></tr></tbody></table>

### Prompt Tokens Details

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Field</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>Audio Tokens</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div><div><p>Number of audio tokens in the prompt.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Cached Tokens</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div><div><p>Number of cached tokens in the prompt.</p></div></div></td><td><div></div></td><td><div></div></td></tr></tbody></table>

### Repeatable In-Memory Stream

Configures the in-memory streaming strategy by which the request fails if the data exceeds the MAX
buffer size. Always run performance tests to find the optimal buffer size for your specific use
case.

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Field</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>Initial Buffer Size</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div><div><p>Initial amount of memory to allocate to the data stream. If the streamed data exceeds this value, the buffer expands by <strong>Buffer Size Increment</strong>, with an upper limit of <strong>Max Buffer Size</strong>.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Buffer Size Increment</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div><div><p>This is by how much the buffer size expands if it exceeds its initial size. Setting a value of zero or lower means that the buffer should not expand, meaning that a STREAM_MAXIMUM_SIZE_EXCEEDED error is raised when the buffer gets full.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Max Buffer Size</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div><div><p>Maximum size of the buffer. If the buffer size exceeds this value, Mule raises a <code>STREAM_MAXIMUM_SIZE_EXCEEDED</code> error. A value of less than or equal to <code>0</code> means no limit.</p></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Buffer Unit</strong></p></td><td><div><div><p>Enumeration, one of:</p></div><div><ul><li><p>BYTE</p></li><li><p>KB</p></li><li><p>MB</p></li><li><p>GB</p></li></ul></div></div></td><td><div><div><p>Unit for the <strong>Initial Buffer Size</strong>, <strong>Buffer Size Increment</strong>, and <strong>Max Buffer Size</strong> fields.</p></div></div></td><td><div></div></td><td><div></div></td></tr></tbody></table>

### Repeatable File Store Stream

Configures the repeatable file-store streaming strategy by which Mule keeps a portion of the stream
content in memory. If the stream content is larger than the configured buffer size, Mule backs up
the buffer’s content to disk and then clears the memory.

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Field</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>In Memory Size</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div><div><p>Maximum amount of memory that the stream can use for data. If the amount of memory exceeds this value, Mule buffers the content to disk. To optimize performance:</p></div><div><ul><li><p>Configure a larger buffer size to avoid the number of times Mule needs to write the buffer on disk. This increases performance, but it also limits the number of concurrent requests your application can process, because it requires additional memory.</p></li><li><p>Configure a smaller buffer size to decrease memory load at the expense of response time.</p></li></ul></div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Buffer Unit</strong></p></td><td><div><div><p>Enumeration, one of:</p></div><div><ul><li><p>BYTE</p></li><li><p>KB</p></li><li><p>MB</p></li><li><p>GB</p></li></ul></div></div></td><td><div><div><p>Unit for the <strong>In Memory Size</strong> field.</p></div></div></td><td><div></div></td><td><div></div></td></tr></tbody></table>

### Error Mapping

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Field</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>Source</strong></p></td><td><div><div><p>Enumeration, one of:</p></div><div><ul><li><p>ANY</p></li><li><p>REDELIVERY_EXHAUSTED</p></li><li><p>TRANSFORMATION</p></li><li><p>EXPRESSION</p></li><li><p>SECURITY</p></li><li><p>CLIENT_SECURITY</p></li><li><p>SERVER_SECURITY</p></li><li><p>ROUTING</p></li><li><p>CONNECTIVITY</p></li><li><p>RETRY_EXHAUSTED</p></li><li><p>TIMEOUT</p></li></ul></div></div></td><td><div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Target</strong></p></td><td><div><div><p>String</p></div></div></td><td><div></div></td><td><div></div></td><td><div><div><p>x</p></div></div></td></tr></tbody></table>

### Default Http Proxy Config

<table><colgroup><col> <col> <col> <col> <col></colgroup><thead><tr><th>Field</th><th>Type</th><th>Description</th><th>Default Value</th><th>Required</th></tr></thead><tbody><tr><td><p><strong>Host</strong></p></td><td><div><div><p>String</p></div></div></td><td><div></div></td><td><div></div></td><td><div><div><p>x</p></div></div></td></tr><tr><td><p><strong>Port</strong></p></td><td><div><div><p>Number</p></div></div></td><td><div></div></td><td><div></div></td><td><div><div><p>x</p></div></div></td></tr><tr><td><p><strong>Username</strong></p></td><td><div><div><p>String</p></div></div></td><td><div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Password</strong></p></td><td><div><div><p>String</p></div></div></td><td><div></div></td><td><div></div></td><td><div></div></td></tr><tr><td><p><strong>Non Proxy Hosts</strong></p></td><td><div><div><p>String</p></div></div></td><td><div></div></td><td><div></div></td><td><div></div></td></tr></tbody></table>

## See Also

- [Using Anypoint Code Builder to Configure a Connector](https://docs.mulesoft.com/connectors/introduction/intro-config-use-acb)

- [Using Studio to Configure a Connector](https://docs.mulesoft.com/connectors/introduction/intro-config-use-studio)

- [Einstein AI Connector Overview](https://docs.mulesoft.com/einstein-ai-connector/latest/)

- [Salesforce Help](https://help.salesforce.com)